Univariate long-term forecasting on ETTm2 benchmark leaderboard · SOTA2 Research

Univariate long-term forecasting on ETTm2

0.063MSEFEDformer

Evaluation Results

Method	Links
FEDformer2022.05		0.063	0.189
FiLM2022.05		0.065	0.189
Autoformer2022.05		0.065	0.189
LogTrans2022.05		0.075	0.208
Reformer2022.05		0.076	0.214
Informer2022.05		0.088	0.225
FiLM2022.05		0.094	0.233
FEDformer2022.05		0.102	0.245
Autoformer2022.05		0.118	0.256
FiLM2022.05		0.124	0.274
LogTrans2022.05		0.129	0.275
FEDformer2022.05		0.13	0.279
Informer2022.05		0.132	0.283
Reformer2022.05		0.132	0.29
S42022.05		0.153	0.318
Autoformer2022.05		0.154	0.305
LogTrans2022.05		0.154	0.302
LogTrans2022.05		0.16	0.321
Reformer2022.05		0.16	0.312
Reformer2022.05		0.168	0.335
FiLM2022.05		0.173	0.323
FEDformer2022.05		0.178	0.325
Informer2022.05		0.18	0.336
Autoformer2022.05		0.182	0.335
S42022.05		0.183	0.35
S42022.05		0.204	0.367
Informer2022.05		0.3	0.435
S42022.05		0.482	0.567